Head of Applied AI & Products
USA-Houston Town Park, United States
USD 220K-280K (estimate) Executive-level Full Time
Tasks
- Build RAG systems and AI assisted research tools
- Build entity resolution processes for domain databases
- Define AI product architecture and roadmap
- Design and implement advanced analytics
- Design and improve end to end AI pipelines
- Develop data analysis and integration systems
- Develop document ingestion layout analysis and information extraction
- Develop domain specific machine learning models
- Drive transition from experimental AI to production systems
- Establish best practices for LLM reliability observability and debugging
- Implement human in the loop validation and feedback
- Implement table understanding and schema normalization
- Implement tool calling and orchestration frameworks
- Lead development of AI native applications and tools
- Prototype core systems and validate feasibility
- Review designs with engineering teams
- Translate AI capabilities into scalable products
Perks/Benefits
Skills/Tech-stack
Agent Orchestration | Analytics | Data Pipelines | Debugging | Document Understanding | Entity Resolution | Human-in-the-loop | Information Extraction | LLM | Language Processing | MLOps | Machine Learning | Natural Language | Natural Language Processing | Observability | Retrieval-Augmented Generation | Schema normalization | Service Oriented | Service-Oriented Architecture | System design | The Loop | Tool-Calling
Education
N/A
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